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Azure Data Pipelines with Terraform and Databricks
Introduction
Introduction (1:51)
Software Setup (4:31)
Azure Introduction
Introduction to Azure (1:43)
Managing Azure (10:51)
Working with Terraform
Introduction to Terraform (2:37)
Terraform Setup on Azure (3:48)
Terraform Project Structure (6:43)
Terraform Commands (9:02)
Backend Deployment (1:39)
Terraform Modules (9:38)
Service Principle Deployment (5:17)
CI/CD with Azure Dev Ops & Terraform
Why CI/CD (5:17)
CI/CD Process Basics (4:54)
CI/CD Steps (5:27)
CI/CD Workflow Example (5:23)
CI/CD Bascis Summary (1:22)
Azure CI/CD Pipelines Terminology (10:21)
Single YAML Pipeline Approach (7:30)
Azure Dev Ops & Azure Cloud setup (8:26)
CI/CD Pipeline Implementation (11:57)
Pipeline Source Code explained & Job Analysis (14:07)
Executing the CI/CD Pipeline (2:19)
Football API
API Introduction (11:02)
Azure Data Factory
Azure Data Factory Introduction (5:38)
Azure Data Factory Components (4:04)
Working with Data Factory - 1 (4:46)
Working with Data Factory - 2 (7:59)
Working with Data Factory - 3 (10:37)
Working with Data Factory - 4 (8:42)
Databricks
Introduction to Databricks (6:26)
Databricks Infrastructure Setup - 1 (11:02)
Databricks Infrastructure Setup - 2 (4:21)
Databricks Infrastructure Setup - 3 (4:51)
The Databricks User Interface (8:09)
Executing The Pipeline
End-To-End Pipeline Execution - 1 (5:27)
End-To-End Pipeline Execution - 2 (4:33)
End-To-End Pipeline Execution - 3 (15:08)
End-To-End Pipeline Execution - 4 (6:40)
End-To-End Pipeline Execution - 5 (5:42)
Working with Data Factory - 4
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